Overview

Brought to you by YData

Dataset statistics

Number of variables	26
Number of observations	8930
Missing cells	25
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.8 MiB
Average record size in memory	208.0 B

Variable types

Numeric	25
DateTime	1

Alerts

`COSTE_MTO_CORR_MEDIO_POR_ORDEN` is highly overall correlated with `COSTE_MTO_MEDIO_POR_ORDEN`	High correlation
`COSTE_MTO_CORR_TOTAL` is highly overall correlated with `COSTE_MTO_TOTAL` and 5 other fields	High correlation
`COSTE_MTO_MEDIO_POR_ORDEN` is highly overall correlated with `COSTE_MTO_CORR_MEDIO_POR_ORDEN` and 1 other fields	High correlation
`COSTE_MTO_PREV_MEDIO_POR_ORDEN` is highly overall correlated with `COSTE_MTO_MEDIO_POR_ORDEN`	High correlation
`COSTE_MTO_PREV_TOTAL` is highly overall correlated with `COSTE_MTO_TOTAL` and 4 other fields	High correlation
`COSTE_MTO_TOTAL` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 7 other fields	High correlation
`DIAS_ENTRE_FALL_CONSEC` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 5 other fields	High correlation
`DURACION_HORAS_CORR_MEDIO_POR_ORDEN` is highly overall correlated with `DURACION_HORAS_MEDIO_POR_ORDEN`	High correlation
`DURACION_HORAS_CORR_TOTAL` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 5 other fields	High correlation
`DURACION_HORAS_MEDIO_POR_ORDEN` is highly overall correlated with `DURACION_HORAS_CORR_MEDIO_POR_ORDEN` and 1 other fields	High correlation
`DURACION_HORAS_PREV_MEDIO_POR_ORDEN` is highly overall correlated with `DURACION_HORAS_MEDIO_POR_ORDEN`	High correlation
`DURACION_HORAS_PREV_TOTAL` is highly overall correlated with `COSTE_MTO_PREV_TOTAL` and 3 other fields	High correlation
`DURACION_HORAS_TOTAL` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 8 other fields	High correlation
`Ordenes_Correctivo` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 5 other fields	High correlation
`Ordenes_Preventivo` is highly overall correlated with `COSTE_MTO_PREV_TOTAL` and 4 other fields	High correlation
`Total_Ordenes` is highly overall correlated with `COSTE_MTO_CORR_TOTAL` and 8 other fields	High correlation
`ID_Registro` is uniformly distributed	Uniform
`ID_Registro` has unique values	Unique
`Fecha` has unique values	Unique

Reproduction

Analysis started	2025-02-19 11:40:55.967029
Analysis finished	2025-02-19 11:43:20.535913
Duration	2 minutes and 24.57 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

ID_Registro
Real number (ℝ)

Uniform Unique

Distinct	8930
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4499.0767

Minimum	1
Maximum	9000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	1
5-th percentile	452.45
Q1	2247.25
median	4498.5
Q3	6744.75
95-th percentile	8547.55
Maximum	9000
Range	8999
Interquartile range (IQR)	4497.5

Descriptive statistics

Standard deviation	2596.5808
Coefficient of variation (CV)	0.57713638
Kurtosis	-1.1989868
Mean	4499.0767
Median Absolute Deviation (MAD)	2249
Skewness	0.00024617188
Sum	40176755
Variance	6742232
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
5999	1	< 0.1%
5993	1	< 0.1%
5994	1	< 0.1%
5995	1	< 0.1%
5996	1	< 0.1%
5997	1	< 0.1%
5998	1	< 0.1%
6000	1	< 0.1%
6008	1	< 0.1%
Other values (8920)	8920	99.9%

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
9000	1	< 0.1%
8999	1	< 0.1%
8998	1	< 0.1%
8997	1	< 0.1%
8996	1	< 0.1%
8995	1	< 0.1%
8994	1	< 0.1%
8993	1	< 0.1%
8992	1	< 0.1%
8991	1	< 0.1%

ID_Equipo
Real number (ℝ)

Distinct	499
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	245.32296

Minimum	1
Maximum	499
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	1
5-th percentile	24
Q1	119
median	243
Q3	370
95-th percentile	474
Maximum	499
Range	498
Interquartile range (IQR)	251

Descriptive statistics

Standard deviation	144.24115
Coefficient of variation (CV)	0.58796435
Kurtosis	-1.1968542
Mean	245.32296
Median Absolute Deviation (MAD)	125
Skewness	0.036997931
Sum	2190734
Variance	20805.51
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
202	34	0.4%
155	32	0.4%
32	30	0.3%
475	30	0.3%
229	30	0.3%
401	29	0.3%
374	28	0.3%
5	28	0.3%
368	28	0.3%
81	27	0.3%
Other values (489)	8634	96.7%

Value	Count	Frequency (%)
1	16	0.2%
2	13	0.1%
3	18	0.2%
4	20	0.2%
5	28	0.3%
6	23	0.3%
7	15	0.2%
8	25	0.3%
9	13	0.1%
10	24	0.3%

Value	Count	Frequency (%)
499	10	0.1%
498	15	0.2%
497	19	0.2%
496	24	0.3%
495	19	0.2%
494	23	0.3%
493	21	0.2%
492	16	0.2%
491	11	0.1%
490	11	0.1%

Fecha
Date

Unique

Distinct	8930
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	69.9 KiB

Minimum	2020-01-01 00:00:00
Maximum	2021-01-09 23:00:00
Invalid dates	0
Invalid dates (%)	0.0%

Histogram with fixed size bins (bins=50)

Temperatura_C
Real number (ℝ)

Distinct	5896
Distinct (%)	66.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.664363

Minimum	50.01
Maximum	150
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	50.01
5-th percentile	54.8545
Q1	74.44
median	99.58
Q3	124.6375
95-th percentile	145.0855
Maximum	150
Range	99.99
Interquartile range (IQR)	50.1975

Descriptive statistics

Standard deviation	28.903842
Coefficient of variation (CV)	0.29001181
Kurtosis	-1.198364
Mean	99.664363
Median Absolute Deviation (MAD)	25.115
Skewness	0.0095377255
Sum	890002.76
Variance	835.43208
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
96	6	0.1%
64.88	6	0.1%
104.24	6	0.1%
87.71	6	0.1%
83.46	6	0.1%
52.65	5	0.1%
117.82	5	0.1%
59.15	5	0.1%
94.82	5	0.1%
77.08	5	0.1%
Other values (5886)	8875	99.4%

Value	Count	Frequency (%)
50.01	1	< 0.1%
50.02	5	0.1%
50.03	2	< 0.1%
50.04	1	< 0.1%
50.05	1	< 0.1%
50.06	1	< 0.1%
50.07	1	< 0.1%
50.09	2	< 0.1%
50.11	1	< 0.1%
50.12	2	< 0.1%

Value	Count	Frequency (%)
150	1	< 0.1%
149.99	2	< 0.1%
149.95	1	< 0.1%
149.94	1	< 0.1%
149.93	1	< 0.1%
149.91	1	< 0.1%
149.9	1	< 0.1%
149.89	1	< 0.1%
149.88	1	< 0.1%
149.86	1	< 0.1%

Vibracion_mm_s
Real number (ℝ)

Distinct	491
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.540766

Minimum	0.1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.34
Q1	1.32
median	2.53
Q3	3.76
95-th percentile	4.76
Maximum	5
Range	4.9
Interquartile range (IQR)	2.44

Descriptive statistics

Standard deviation	1.4108153
Coefficient of variation (CV)	0.55527166
Kurtosis	-1.1850158
Mean	2.540766
Median Absolute Deviation (MAD)	1.22
Skewness	0.0072647527
Sum	22689.04
Variance	1.9903999
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.95	38	0.4%
3.89	32	0.4%
2.03	30	0.3%
4.04	30	0.3%
0.72	30	0.3%
1.98	30	0.3%
4.97	29	0.3%
3.53	29	0.3%
2.47	29	0.3%
3.34	28	0.3%
Other values (481)	8625	96.6%

Value	Count	Frequency (%)
0.1	8	0.1%
0.11	23	0.3%
0.12	14	0.2%
0.13	19	0.2%
0.14	16	0.2%
0.15	21	0.2%
0.16	20	0.2%
0.17	26	0.3%
0.18	10	0.1%
0.19	22	0.2%

Value	Count	Frequency (%)
5	13	0.1%
4.99	16	0.2%
4.98	16	0.2%
4.97	29	0.3%
4.96	13	0.1%
4.95	21	0.2%
4.94	19	0.2%
4.93	22	0.2%
4.92	15	0.2%
4.91	25	0.3%

Horas_Operativas
Real number (ℝ)

Distinct	8518
Distinct (%)	95.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50438.671

Minimum	0
Maximum	99982
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	0
5-th percentile	5093.85
Q1	25246
median	50823.5
Q3	75798.75
95-th percentile	94955.9
Maximum	99982
Range	99982
Interquartile range (IQR)	50552.75

Descriptive statistics

Standard deviation	28972.669
Coefficient of variation (CV)	0.5744138
Kurtosis	-1.2120176
Mean	50438.671
Median Absolute Deviation (MAD)	25244.5
Skewness	-0.024798545
Sum	4.5041733 × 10⁸
Variance	8.3941554 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
28061	3	< 0.1%
41888	3	< 0.1%
3651	3	< 0.1%
11655	3	< 0.1%
77892	3	< 0.1%
44590	3	< 0.1%
14779	3	< 0.1%
10919	3	< 0.1%
61432	3	< 0.1%
39175	3	< 0.1%
Other values (8508)	8900	99.7%

Value	Count	Frequency (%)
0	1	< 0.1%
18	1	< 0.1%
24	1	< 0.1%
44	1	< 0.1%
49	1	< 0.1%
87	1	< 0.1%
90	1	< 0.1%
109	1	< 0.1%
111	2	< 0.1%
125	1	< 0.1%

Value	Count	Frequency (%)
99982	1	< 0.1%
99939	1	< 0.1%
99935	2	< 0.1%
99933	1	< 0.1%
99905	1	< 0.1%
99898	1	< 0.1%
99890	1	< 0.1%
99881	1	< 0.1%
99874	1	< 0.1%
99872	1	< 0.1%

MEDIA_TEMP
Real number (ℝ)

Distinct	498
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.664363

Minimum	79.431429
Maximum	121.92562
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	79.431429
5-th percentile	87.739286
Q1	94.916
median	99.887778
Q3	104.34182
95-th percentile	110.48647
Maximum	121.92562
Range	42.494196
Interquartile range (IQR)	9.4258182

Descriptive statistics

Standard deviation	6.8556106
Coefficient of variation (CV)	0.068786981
Kurtosis	0.020893451
Mean	99.664363
Median Absolute Deviation (MAD)	4.8404444
Skewness	-0.098354975
Sum	890002.76
Variance	46.999397
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
106.0832353	34	0.4%
95.41	33	0.4%
102.045625	32	0.4%
107.657	30	0.3%
94.916	30	0.3%
101.7836667	30	0.3%
98.61551724	29	0.3%
100.5746429	28	0.3%
107.7146429	28	0.3%
103.1985714	28	0.3%
Other values (488)	8628	96.6%

Value	Count	Frequency (%)
79.43142857	14	0.2%
80.07	11	0.1%
80.087	20	0.2%
80.98388889	18	0.2%
82.99307692	13	0.1%
83.10466667	15	0.2%
83.3024	25	0.3%
83.494	10	0.1%
83.9975	12	0.1%
84.15722222	18	0.2%

Value	Count	Frequency (%)
121.925625	16	0.2%
117.6672222	18	0.2%
117.1238095	21	0.2%
117.09	7	0.1%
115.9828571	21	0.2%
115.7063158	19	0.2%
114.6210526	19	0.2%
113.87	16	0.2%
113.4826667	15	0.2%
113.2035	20	0.2%

MEDIA_VIBR
Real number (ℝ)

Distinct	491
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.540766

Minimum	1.2018182
Maximum	3.5094444
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	1.2018182
5-th percentile	1.9445455
Q1	2.3333333
median	2.5413333
Q3	2.745
95-th percentile	3.1125
Maximum	3.5094444
Range	2.3076263
Interquartile range (IQR)	0.41166667

Descriptive statistics

Standard deviation	0.33603686
Coefficient of variation (CV)	0.13225809
Kurtosis	0.17567227
Mean	2.540766
Median Absolute Deviation (MAD)	0.20716667
Skewness	-0.09490107
Sum	22689.04
Variance	0.11292077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.500588235	51	0.6%
2.4925	36	0.4%
2.962777778	36	0.4%
2.647647059	34	0.4%
2.108125	32	0.4%
2.8203125	32	0.4%
2.563333333	30	0.3%
2.587666667	30	0.3%
1.903333333	30	0.3%
2.677333333	30	0.3%
Other values (481)	8589	96.2%

Value	Count	Frequency (%)
1.201818182	11	0.1%
1.456666667	12	0.1%
1.61	19	0.2%
1.689285714	14	0.2%
1.734583333	24	0.3%
1.781666667	12	0.1%
1.783076923	13	0.1%
1.785263158	19	0.2%
1.798235294	17	0.2%
1.803333333	15	0.2%

Value	Count	Frequency (%)
3.509444444	18	0.2%
3.338571429	14	0.2%
3.32	11	0.1%
3.316666667	12	0.1%
3.312352941	17	0.2%
3.298181818	11	0.1%
3.295882353	17	0.2%
3.290833333	12	0.1%
3.263571429	14	0.2%
3.256875	16	0.2%

MEDIA_HORAS_OPERATIVAS
Real number (ℝ)

Distinct	499
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50438.671

Minimum	29094.318
Maximum	68542.385
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	29094.318
5-th percentile	38820.35
Q1	46299.81
median	50216.708
Q3	54832.6
95-th percentile	62118.13
Maximum	68542.385
Range	39448.066
Interquartile range (IQR)	8532.7905

Descriptive statistics

Standard deviation	7008.1178
Coefficient of variation (CV)	0.13894335
Kurtosis	0.049161714
Mean	50438.671
Median Absolute Deviation (MAD)	4307.8822
Skewness	-0.1274258
Sum	4.5041733 × 10⁸
Variance	49113714
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
48197.20588	34	0.4%
50003.625	32	0.4%
46243.5	30	0.3%
43984.6	30	0.3%
54761.43333	30	0.3%
47771.96552	29	0.3%
49143	28	0.3%
54120.14286	28	0.3%
55113.89286	28	0.3%
64090.07407	27	0.3%
Other values (489)	8634	96.7%

Value	Count	Frequency (%)
29094.31818	22	0.2%
29204.15789	19	0.2%
29316.66667	18	0.2%
32549.33333	18	0.2%
32557.5625	16	0.2%
32679.45455	11	0.1%
33131.73684	19	0.2%
33153.68	25	0.3%
34110.81818	11	0.1%
34153.75	12	0.1%

Value	Count	Frequency (%)
68542.38462	13	0.1%
68210.66667	18	0.2%
67721.08333	12	0.1%
66649.38889	18	0.2%
65661.35714	14	0.2%
65036.35	20	0.2%
64699.0625	16	0.2%
64532.61538	13	0.1%
64526.83333	12	0.1%
64507.55556	18	0.2%

Vida_util_estimada
Real number (ℝ)

Distinct	487
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	94784.965

Minimum	70524
Maximum	99982
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	70524
5-th percentile	85027
Q1	92591
median	96342
Q3	98478
95-th percentile	99769
Maximum	99982
Range	29458
Interquartile range (IQR)	5887

Descriptive statistics

Standard deviation	4993.1401
Coefficient of variation (CV)	0.052678609
Kurtosis	3.9736908
Mean	94784.965
Median Absolute Deviation (MAD)	2685
Skewness	-1.7304081
Sum	8.4642974 × 10⁸
Variance	24931448
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98035	45	0.5%
94122	40	0.4%
99079	39	0.4%
95620	38	0.4%
89711	36	0.4%
99861	36	0.4%
94216	34	0.4%
91463	34	0.4%
99935	34	0.4%
96491	34	0.4%
Other values (477)	8560	95.9%

Value	Count	Frequency (%)
70524	19	0.2%
70889	19	0.2%
71579	16	0.2%
72510	22	0.2%
75876	20	0.2%
77730	14	0.2%
78763	12	0.1%
79409	19	0.2%
79443	13	0.1%
79794	15	0.2%

Value	Count	Frequency (%)
99982	24	0.3%
99939	16	0.2%
99935	34	0.4%
99933	23	0.3%
99905	20	0.2%
99898	28	0.3%
99890	12	0.1%
99881	19	0.2%
99874	15	0.2%
99872	16	0.2%

Total_Ordenes
Real number (ℝ)

High correlation

Distinct	29
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.934155

Minimum	7
Maximum	36
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	7
5-th percentile	13
Q1	17
median	20
Q3	23
95-th percentile	28
Maximum	36
Range	29
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.5514601
Coefficient of variation (CV)	0.22832471
Kurtosis	0.06274505
Mean	19.934155
Median Absolute Deviation (MAD)	3
Skewness	0.31836383
Sum	178012
Variance	20.715789
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
18	863	9.7%
19	770	8.6%
21	738	8.3%
17	674	7.5%
16	636	7.1%
20	621	7.0%
24	612	6.9%
15	607	6.8%
23	604	6.8%
22	535	6.0%
Other values (19)	2270	25.4%

Value	Count	Frequency (%)
7	13	0.1%
8	26	0.3%
9	20	0.2%
10	13	0.1%
11	78	0.9%
12	187	2.1%
13	206	2.3%
14	350	3.9%
15	607	6.8%
16	636	7.1%

Value	Count	Frequency (%)
36	21	0.2%
34	16	0.2%
33	14	0.2%
32	30	0.3%
31	54	0.6%
30	109	1.2%
29	112	1.3%
28	112	1.3%
27	240	2.7%
26	297	3.3%

Ordenes_Correctivo
Real number (ℝ)

High correlation

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.134602

Minimum	1
Maximum	21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	8
median	10
Q3	12
95-th percentile	15
Maximum	21
Range	20
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.2670756
Coefficient of variation (CV)	0.3223684
Kurtosis	-0.019073187
Mean	10.134602
Median Absolute Deviation (MAD)	2
Skewness	0.2433414
Sum	90502
Variance	10.673783
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
10	1071	12.0%
9	1013	11.3%
11	988	11.1%
8	927	10.4%
12	891	10.0%
7	763	8.5%
13	674	7.5%
14	634	7.1%
6	498	5.6%
5	382	4.3%
Other values (10)	1089	12.2%

Value	Count	Frequency (%)
1	25	0.3%
3	16	0.2%
4	272	3.0%
5	382	4.3%
6	498	5.6%
7	763	8.5%
8	927	10.4%
9	1013	11.3%
10	1071	12.0%
11	988	11.1%

Value	Count	Frequency (%)
21	21	0.2%
20	36	0.4%
19	42	0.5%
18	44	0.5%
17	125	1.4%
16	165	1.8%
15	343	3.8%
14	634	7.1%
13	674	7.5%
12	891	10.0%

Ordenes_Preventivo
Real number (ℝ)

High correlation

Distinct	19
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.7995521

Minimum	2
Maximum	23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	2
5-th percentile	5
Q1	8
median	10
Q3	12
95-th percentile	15
Maximum	23
Range	21
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.1556692
Coefficient of variation (CV)	0.32202178
Kurtosis	0.29769299
Mean	9.7995521
Median Absolute Deviation (MAD)	2
Skewness	0.24273918
Sum	87510
Variance	9.9582482
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
10	1321	14.8%
11	1155	12.9%
9	996	11.2%
12	944	10.6%
8	928	10.4%
6	642	7.2%
7	611	6.8%
13	516	5.8%
5	452	5.1%
14	401	4.5%
Other values (9)	964	10.8%

Value	Count	Frequency (%)
2	50	0.6%
3	75	0.8%
4	235	2.6%
5	452	5.1%
6	642	7.2%
7	611	6.8%
8	928	10.4%
9	996	11.2%
10	1321	14.8%
11	1155	12.9%

Value	Count	Frequency (%)
23	16	0.2%
19	15	0.2%
18	88	1.0%
17	97	1.1%
16	197	2.2%
15	191	2.1%
14	401	4.5%
13	516	5.8%
12	944	10.6%
11	1155	12.9%

DIAS_ENTRE_FALL_CONSEC
Real number (ℝ)

High correlation

Distinct	410
Distinct (%)	4.6%
Missing	25
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	39.926784

Minimum	13
Maximum	108.33333
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	13
5-th percentile	23.533333
Q1	29.25
median	37
Q3	46.142857
95-th percentile	69.6
Maximum	108.33333
Range	95.333333
Interquartile range (IQR)	16.892857

Descriptive statistics

Standard deviation	14.599971
Coefficient of variation (CV)	0.3656686
Kurtosis	2.284943
Mean	39.926784
Median Absolute Deviation (MAD)	8.375
Skewness	1.3285466
Sum	355548.01
Variance	213.15916
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	74	0.8%
52.33333333	72	0.8%
27.92307692	66	0.7%
43	63	0.7%
55	63	0.7%
30	62	0.7%
33.18181818	57	0.6%
45.75	56	0.6%
41	54	0.6%
33.09090909	54	0.6%
Other values (400)	8284	92.8%

Value	Count	Frequency (%)
13	21	0.2%
16.9	19	0.2%
17.28571429	17	0.2%
17.38888889	12	0.1%
18.05	21	0.2%
19	21	0.2%
19.8125	20	0.2%
20	12	0.1%
20.05882353	13	0.1%
20.26315789	20	0.2%

Value	Count	Frequency (%)
108.3333333	21	0.2%
94.75	18	0.2%
91	14	0.2%
89.5	13	0.1%
89.25	22	0.2%
89	18	0.2%
88.33333333	10	0.1%
87.66666667	21	0.2%
87.5	19	0.2%
83.25	12	0.1%

COSTE_MTO_CORR_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation

Distinct	499
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4987.6126

Minimum	2071.4862
Maximum	8159.0614
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	2071.4862
5-th percentile	3256.06
Q1	4416.6207
median	5057.6483
Q3	5592.1724
95-th percentile	6382.8967
Maximum	8159.0614
Range	6087.5752
Interquartile range (IQR)	1175.5516

Descriptive statistics

Standard deviation	957.00038
Coefficient of variation (CV)	0.19187544
Kurtosis	0.61284773
Mean	4987.6126
Median Absolute Deviation (MAD)	595.98317
Skewness	-0.12341864
Sum	44539380
Variance	915849.73
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4731.504	34	0.4%
4343.6275	32	0.4%
5323.669286	30	0.3%
4925.695556	30	0.3%
4616.087143	30	0.3%
5198.605	29	0.3%
4301.799	28	0.3%
4787.365	28	0.3%
5105.698333	28	0.3%
5562.093	27	0.3%
Other values (489)	8634	96.7%

Value	Count	Frequency (%)
2071.48625	21	0.2%
2092.154444	15	0.2%
2201.694	18	0.2%
2203.304444	19	0.2%
2637.113333	19	0.2%
2684.46375	21	0.2%
2787.2475	11	0.1%
2800.600909	22	0.2%
2855.385	13	0.1%
2869.835	16	0.2%

Value	Count	Frequency (%)
8159.061429	21	0.2%
8071.452	24	0.3%
7789.38	16	0.2%
7582.626667	21	0.2%
7400.464545	15	0.2%
7388.197143	23	0.3%
7072.002222	13	0.1%
6935.055714	16	0.2%
6920.953333	21	0.2%
6904.836667	16	0.2%

DURACION_HORAS_CORR_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation

Distinct	374
Distinct (%)	4.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.123884

Minimum	12.125
Maximum	38
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	12.125
5-th percentile	16.5
Q1	21.272727
median	24.181818
Q3	27
95-th percentile	31.724038
Maximum	38
Range	25.875
Interquartile range (IQR)	5.7272727

Descriptive statistics

Standard deviation	4.3716738
Coefficient of variation (CV)	0.18121766
Kurtosis	0.26557796
Mean	24.123884
Median Absolute Deviation (MAD)	2.8961039
Skewness	0.08947
Sum	215426.28
Variance	19.111532
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	118	1.3%
19	103	1.2%
24	101	1.1%
22.25	100	1.1%
28	85	1.0%
23.5	78	0.9%
32	72	0.8%
26	72	0.8%
25.44444444	66	0.7%
23	65	0.7%
Other values (364)	8070	90.4%

Value	Count	Frequency (%)
12.125	20	0.2%
12.33333333	24	0.3%
12.8	18	0.2%
13.28571429	30	0.3%
13.6	22	0.2%
13.90909091	16	0.2%
14.33333333	16	0.2%
15	16	0.2%
15.11111111	12	0.1%
15.30769231	17	0.2%

Value	Count	Frequency (%)
38	16	0.2%
37.83333333	17	0.2%
37.28571429	14	0.2%
37	25	0.3%
36.14285714	12	0.1%
34.61538462	16	0.2%
33.92857143	25	0.3%
33.57142857	17	0.2%
33.25	10	0.1%
33.125	13	0.1%

COSTE_MTO_CORR_TOTAL
Real number (ℝ)

High correlation

Distinct	499
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50532.153

Minimum	6095.01
Maximum	114016.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	6095.01
5-th percentile	20385.41
Q1	38049.48
median	49777.44
Q3	62689.92
95-th percentile	83133.57
Maximum	114016.5
Range	107921.49
Interquartile range (IQR)	24640.44

Descriptive statistics

Standard deviation	18662.047
Coefficient of variation (CV)	0.36931034
Kurtosis	0.047034903
Mean	50532.153
Median Absolute Deviation (MAD)	12468.92
Skewness	0.31957073
Sum	4.5125212 × 10⁸
Variance	3.4827199 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47315.04	34	0.4%
17374.51	32	0.4%
74531.37	30	0.3%
44331.26	30	0.3%
32312.61	30	0.3%
41588.84	29	0.3%
43017.99	28	0.3%
47873.65	28	0.3%
61268.38	28	0.3%
55620.93	27	0.3%
Other values (489)	8634	96.7%

Value	Count	Frequency (%)
6095.01	25	0.3%
11008.47	18	0.2%
11148.99	11	0.1%
12395.74	21	0.2%
13060.32	21	0.2%
13551.47	24	0.3%
15436.74	11	0.1%
16571.89	21	0.2%
17132.31	13	0.1%
17219.01	16	0.2%

Value	Count	Frequency (%)
114016.5	20	0.2%
113072.63	16	0.2%
111759.65	14	0.2%
99189.08	21	0.2%
97504.85	20	0.2%
96404.91	12	0.1%
95066.93	19	0.2%
94853.37	25	0.3%
93603.15	22	0.2%
92213.49	20	0.2%

DURACION_HORAS_CORR_TOTAL
Real number (ℝ)

High correlation

Distinct	264
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	244.96775

Minimum	37
Maximum	554
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	37
5-th percentile	99
Q1	185
median	242
Q3	300
95-th percentile	407
Maximum	554
Range	517
Interquartile range (IQR)	115

Descriptive statistics

Standard deviation	91.284896
Coefficient of variation (CV)	0.37264047
Kurtosis	0.20030951
Mean	244.96775
Median Absolute Deviation (MAD)	57
Skewness	0.42716861
Sum	2187562
Variance	8332.9323
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206	130	1.5%
229	118	1.3%
192	101	1.1%
261	99	1.1%
247	97	1.1%
292	96	1.1%
204	94	1.1%
267	91	1.0%
270	86	1.0%
226	86	1.0%
Other values (254)	7932	88.8%

Value	Count	Frequency (%)
37	25	0.3%
62	24	0.3%
65	32	0.4%
66	19	0.2%
67	21	0.2%
68	22	0.2%
74	24	0.3%
77	22	0.2%
79	15	0.2%
81	32	0.4%

Value	Count	Frequency (%)
554	21	0.2%
552	12	0.1%
519	16	0.2%
506	22	0.2%
503	16	0.2%
490	12	0.1%
489	15	0.2%
484	14	0.2%
479	20	0.2%
477	17	0.2%

COSTE_MTO_PREV_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation

Distinct	499
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5004.8853

Minimum	2304.66
Maximum	8376.205
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	2304.66
5-th percentile	3579.838
Q1	4367.4711
median	5028.5262
Q3	5590.0938
95-th percentile	6536.3012
Maximum	8376.205
Range	6071.545
Interquartile range (IQR)	1222.6226

Descriptive statistics

Standard deviation	897.62015
Coefficient of variation (CV)	0.17934879
Kurtosis	0.052720267
Mean	5004.8853
Median Absolute Deviation (MAD)	617.32717
Skewness	0.070539388
Sum	44693626
Variance	805721.93
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5649.79	34	0.4%
4786.114	32	0.4%
5491.5325	30	0.3%
4390.721667	30	0.3%
5549.262	30	0.3%
5225.4425	29	0.3%
5745.093333	28	0.3%
4909.548571	28	0.3%
3626.808889	28	0.3%
5518.932727	27	0.3%
Other values (489)	8634	96.7%

Value	Count	Frequency (%)
2304.66	20	0.2%
2393.338182	11	0.1%
2729.271667	17	0.2%
2857.472	18	0.2%
2922.681	14	0.2%
2928.785	19	0.2%
2954.012	21	0.2%
2967.164	18	0.2%
2973.8025	12	0.1%
3140.7675	16	0.2%

Value	Count	Frequency (%)
8376.205	13	0.1%
7443.45875	21	0.2%
7170.754	14	0.2%
7077.63	25	0.3%
7058.525	24	0.3%
7019.98	19	0.2%
7019.018333	11	0.1%
7017.6175	11	0.1%
6922.748	11	0.1%
6884.00625	21	0.2%

DURACION_HORAS_PREV_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation

Distinct	365
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.086703

Minimum	7.3333333
Maximum	38.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	7.3333333
5-th percentile	17
Q1	20.714286
median	24.1
Q3	27.153846
95-th percentile	31.8
Maximum	38.2
Range	30.866667
Interquartile range (IQR)	6.4395604

Descriptive statistics

Standard deviation	4.5736084
Coefficient of variation (CV)	0.18988105
Kurtosis	0.25629523
Mean	24.086703
Median Absolute Deviation (MAD)	3.2333333
Skewness	0.025857155
Sum	215094.25
Variance	20.917893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27	151	1.7%
28	114	1.3%
25	96	1.1%
19.6	91	1.0%
25.5	89	1.0%
26	83	0.9%
19	82	0.9%
22	81	0.9%
29	74	0.8%
24	74	0.8%
Other values (355)	7995	89.5%

Value	Count	Frequency (%)
7.333333333	13	0.1%
11	26	0.3%
11.16666667	20	0.2%
11.54545455	15	0.2%
12.3	18	0.2%
14.2	15	0.2%
14.42857143	18	0.2%
14.54545455	19	0.2%
14.57142857	10	0.1%
14.625	21	0.2%

Value	Count	Frequency (%)
38.2	21	0.2%
37	15	0.2%
35.66666667	28	0.3%
35.1	19	0.2%
34.75	16	0.2%
34.66666667	19	0.2%
34.6	18	0.2%
34.4	19	0.2%
34.375	23	0.3%
34.33333333	18	0.2%

COSTE_MTO_PREV_TOTAL
Real number (ℝ)

High correlation

Distinct	499
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48886.965

Minimum	8651.53
Maximum	130868.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	8651.53
5-th percentile	20972.947
Q1	35969.89
median	49571.53
Q3	59632.5
95-th percentile	78421.35
Maximum	130868.53
Range	122217
Interquartile range (IQR)	23662.61

Descriptive statistics

Standard deviation	17403.767
Coefficient of variation (CV)	0.35600015
Kurtosis	0.49208306
Mean	48886.965
Median Absolute Deviation (MAD)	11213.78
Skewness	0.32975714
Sum	4.3656059 × 10⁸
Variance	3.028911 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45198.32	34	0.4%
47861.14	32	0.4%
65898.39	30	0.3%
26344.33	30	0.3%
55492.62	30	0.3%
20901.77	29	0.3%
17235.28	28	0.3%
34366.84	28	0.3%
32641.28	28	0.3%
60708.26	27	0.3%
Other values (489)	8634	96.7%

Value	Count	Frequency (%)
8651.53	11	0.1%
9218.64	20	0.2%
10351.48	15	0.2%
12169.87	26	0.3%
13686.22	13	0.1%
14287.36	18	0.2%
14770.06	21	0.2%
16214.51	13	0.1%
16375.63	17	0.2%
16402.3	14	0.2%

Value	Count	Frequency (%)
130868.53	16	0.2%
102960.5	18	0.2%
98559.29	18	0.2%
96511.28	15	0.2%
94681.05	11	0.1%
94094.56	19	0.2%
90364.86	24	0.3%
89973.75	22	0.2%
89440.36	16	0.2%
87445.14	19	0.2%

DURACION_HORAS_PREV_TOTAL
Real number (ℝ)

High correlation

Distinct	265
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	235.02867

Minimum	22
Maximum	511
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	22
5-th percentile	107
Q1	176
median	231
Q3	285
95-th percentile	380
Maximum	511
Range	489
Interquartile range (IQR)	109

Descriptive statistics

Standard deviation	84.797124
Coefficient of variation (CV)	0.36079481
Kurtosis	0.15472094
Mean	235.02867
Median Absolute Deviation (MAD)	55
Skewness	0.4160953
Sum	2098806
Variance	7190.5522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
205	113	1.3%
249	110	1.2%
227	97	1.1%
232	94	1.1%
274	93	1.0%
195	92	1.0%
137	91	1.0%
209	91	1.0%
243	90	1.0%
264	89	1.0%
Other values (255)	7970	89.2%

Value	Count	Frequency (%)
22	39	0.4%
48	11	0.1%
52	13	0.1%
67	20	0.2%
68	16	0.2%
73	19	0.2%
78	22	0.2%
79	16	0.2%
87	18	0.2%
89	23	0.3%

Value	Count	Frequency (%)
511	19	0.2%
501	18	0.2%
486	11	0.1%
481	18	0.2%
462	21	0.2%
459	11	0.1%
458	16	0.2%
453	27	0.3%
445	13	0.1%
442	21	0.2%

COSTE_MTO_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation

Distinct	499
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4996.2594

Minimum	2498.3807
Maximum	6956.17
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	2498.3807
5-th percentile	3933.2762
Q1	4634.8669
median	5002.5717
Q3	5369.58
95-th percentile	6089.7083
Maximum	6956.17
Range	4457.7893
Interquartile range (IQR)	734.71308

Descriptive statistics

Standard deviation	624.12903
Coefficient of variation (CV)	0.12491926
Kurtosis	0.40097805
Mean	4996.2594
Median Absolute Deviation (MAD)	367.70482
Skewness	-0.034613536
Sum	44616597
Variance	389537.05
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5139.631111	34	0.4%
4659.689286	32	0.4%
5401.144615	30	0.3%
4711.706	30	0.3%
5165.013529	30	0.3%
5207.550833	29	0.3%
4634.866923	28	0.3%
4837.675882	28	0.3%
4471.888571	28	0.3%
5539.485238	27	0.3%
Other values (489)	8634	96.7%

Value	Count	Frequency (%)
2498.380667	11	0.1%
2783.970667	15	0.2%
3356.644	11	0.1%
3385.696	18	0.2%
3527.9596	17	0.2%
3628.517826	24	0.3%
3634.188333	15	0.2%
3634.923077	13	0.1%
3654.544	20	0.2%
3679.5344	12	0.1%

Value	Count	Frequency (%)
6956.17	13	0.1%
6790.311667	24	0.3%
6658.467857	11	0.1%
6602.345	15	0.2%
6513.377143	13	0.1%
6484.124375	25	0.3%
6481.694667	21	0.2%
6453.197222	19	0.2%
6388.24125	21	0.2%
6353.71	21	0.2%

DURACION_HORAS_MEDIO_POR_ORDEN
Real number (ℝ)

High correlation

Distinct	423
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.115927

Minimum	14.4
Maximum	34.461538
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	14.4
5-th percentile	19.444444
Q1	22.142857
median	24.210526
Q3	26
95-th percentile	28.933333
Maximum	34.461538
Range	20.061538
Interquartile range (IQR)	3.8571429

Descriptive statistics

Standard deviation	2.9657913
Coefficient of variation (CV)	0.12298061
Kurtosis	0.48130704
Mean	24.115927
Median Absolute Deviation (MAD)	1.877193
Skewness	0.10627665
Sum	215355.22
Variance	8.7959177
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26	137	1.5%
24	96	1.1%
24.8	69	0.8%
24.66666667	62	0.7%
27	57	0.6%
22	56	0.6%
26.57142857	54	0.6%
25	53	0.6%
20.33333333	52	0.6%
24.27777778	52	0.6%
Other values (413)	8242	92.3%

Value	Count	Frequency (%)
14.4	18	0.2%
15.33333333	21	0.2%
15.8125	18	0.2%
17.13333333	12	0.1%
17.1875	13	0.1%
17.2	17	0.2%
17.40909091	17	0.2%
17.42857143	16	0.2%
17.61111111	16	0.2%
18.21052632	17	0.2%

Value	Count	Frequency (%)
34.46153846	25	0.3%
33.94736842	16	0.2%
32.52941176	24	0.3%
32.23076923	28	0.3%
31.73333333	10	0.1%
31.59090909	22	0.2%
31.45454545	18	0.2%
30.5	12	0.1%
30.42105263	18	0.2%
30.375	18	0.2%

COSTE_MTO_TOTAL
Real number (ℝ)

High correlation

Distinct	499
Distinct (%)	5.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99419.117

Minimum	37475.71
Maximum	187601.77
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	37475.71
5-th percentile	61209.61
Q1	82460.22
median	97658.58
Q3	115059.15
95-th percentile	144802.02
Maximum	187601.77
Range	150126.06
Interquartile range (IQR)	32598.93

Descriptive statistics

Standard deviation	25233.439
Coefficient of variation (CV)	0.25380872
Kurtosis	0.16683309
Mean	99419.117
Median Absolute Deviation (MAD)	16334.86
Skewness	0.40762092
Sum	8.8781272 × 10⁸
Variance	6.3672643 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
92513.36	34	0.4%
65235.65	32	0.4%
140429.76	30	0.3%
70675.59	30	0.3%
87805.23	30	0.3%
62490.61	29	0.3%
60253.27	28	0.3%
82240.49	28	0.3%
93909.66	28	0.3%
116329.19	27	0.3%
Other values (489)	8634	96.7%

Value	Count	Frequency (%)
37475.71	11	0.1%
41036.89	20	0.2%
41280.32	26	0.3%
41759.56	15	0.2%
43995.31	18	0.2%
45538.64	14	0.2%
45593.64	13	0.1%
47254	13	0.1%
50349.66	11	0.1%
50785.44	18	0.2%

Value	Count	Frequency (%)
187601.77	14	0.2%
183067.45	19	0.2%
171184.2	16	0.2%
165278.54	21	0.2%
164986.19	16	0.2%
163698.37	12	0.1%
162201.68	18	0.2%
161622.62	20	0.2%
161084.75	14	0.2%
160542.87	20	0.2%

DURACION_HORAS_TOTAL
Real number (ℝ)

High correlation

Distinct	314
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	479.99642

Minimum	178
Maximum	854
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	69.9 KiB

Quantile statistics

Minimum	178
5-th percentile	297
Q1	390
median	470
Q3	562
95-th percentile	686
Maximum	854
Range	676
Interquartile range (IQR)	172

Descriptive statistics

Standard deviation	120.45208
Coefficient of variation (CV)	0.2509437
Kurtosis	-0.21694685
Mean	479.99642
Median Absolute Deviation (MAD)	86
Skewness	0.24810746
Sum	4286368
Variance	14508.703
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
620	109	1.2%
544	89	1.0%
534	86	1.0%
495	85	1.0%
592	80	0.9%
456	78	0.9%
638	77	0.9%
389	77	0.9%
394	73	0.8%
336	70	0.8%
Other values (304)	8106	90.8%

Value	Count	Frequency (%)
178	13	0.1%
184	21	0.2%
199	20	0.2%
214	26	0.3%
216	18	0.2%
231	16	0.2%
236	22	0.2%
243	19	0.2%
244	16	0.2%
253	18	0.2%

Value	Count	Frequency (%)
854	18	0.2%
837	11	0.1%
819	12	0.1%
810	21	0.2%
803	14	0.2%
774	25	0.3%
756	17	0.2%
752	16	0.2%
744	11	0.1%
740	19	0.2%

Interactions

Correlations

	COSTE_MTO_CORR_MEDIO_POR_ORDEN	COSTE_MTO_CORR_TOTAL	COSTE_MTO_MEDIO_POR_ORDEN	COSTE_MTO_PREV_MEDIO_POR_ORDEN	COSTE_MTO_PREV_TOTAL	COSTE_MTO_TOTAL	DIAS_ENTRE_FALL_CONSEC	DURACION_HORAS_CORR_MEDIO_POR_ORDEN	DURACION_HORAS_CORR_TOTAL	DURACION_HORAS_MEDIO_POR_ORDEN	DURACION_HORAS_PREV_MEDIO_POR_ORDEN	DURACION_HORAS_PREV_TOTAL	DURACION_HORAS_TOTAL	Horas_Operativas	ID_Equipo	ID_Registro	MEDIA_HORAS_OPERATIVAS	MEDIA_TEMP	MEDIA_VIBR	Ordenes_Correctivo	Ordenes_Preventivo	Temperatura_C	Total_Ordenes	Vibracion_mm_s	Vida_util_estimada
COSTE_MTO_CORR_MEDIO_POR_ORDEN	1.000	0.423	0.672	-0.016	-0.050	0.298	-0.016	0.065	0.002	0.043	0.017	-0.015	-0.020	-0.008	0.028	-0.000	-0.025	-0.011	-0.016	-0.019	-0.031	-0.004	-0.037	0.001	-0.004
COSTE_MTO_CORR_TOTAL	0.423	1.000	0.304	-0.035	-0.036	0.709	-0.759	0.043	0.782	0.015	-0.018	-0.034	0.546	-0.020	0.011	-0.018	-0.090	-0.040	-0.011	0.873	-0.010	-0.008	0.607	0.000	-0.017
COSTE_MTO_MEDIO_POR_ORDEN	0.672	0.304	1.000	0.659	0.255	0.414	-0.010	0.072	0.014	0.049	0.025	-0.030	-0.026	0.006	0.018	0.012	0.025	0.005	-0.011	-0.009	-0.065	0.001	-0.055	0.001	0.009
COSTE_MTO_PREV_MEDIO_POR_ORDEN	-0.016	-0.035	0.659	1.000	0.417	0.256	0.020	0.048	-0.004	0.011	-0.010	-0.030	-0.039	0.020	0.002	0.024	0.078	0.023	-0.031	-0.019	-0.046	0.006	-0.055	-0.004	0.067
COSTE_MTO_PREV_TOTAL	-0.050	-0.036	0.255	0.417	1.000	0.641	-0.018	0.001	-0.013	-0.054	-0.048	0.752	0.513	0.016	-0.004	0.016	0.061	0.038	0.006	-0.012	0.858	0.013	0.577	0.003	0.039
COSTE_MTO_TOTAL	0.298	0.709	0.414	0.256	0.641	1.000	-0.573	0.044	0.568	-0.019	-0.049	0.491	0.771	-0.002	0.008	0.003	-0.017	-0.006	-0.026	0.631	0.575	0.003	0.863	-0.003	0.023
DIAS_ENTRE_FALL_CONSEC	-0.016	-0.759	-0.010	0.020	-0.018	-0.573	1.000	-0.077	-0.763	-0.028	0.015	-0.012	-0.571	0.021	0.013	0.016	0.099	0.025	0.048	-0.860	-0.038	0.006	-0.622	0.009	-0.021
DURACION_HORAS_CORR_MEDIO_POR_ORDEN	0.065	0.043	0.072	0.048	0.001	0.044	-0.077	1.000	0.453	0.657	-0.064	-0.040	0.311	-0.003	-0.045	0.008	0.009	-0.089	0.009	0.038	-0.020	-0.020	0.013	0.007	0.049
DURACION_HORAS_CORR_TOTAL	0.002	0.782	0.014	-0.004	-0.013	0.568	-0.763	0.453	1.000	0.299	-0.047	-0.042	0.698	-0.016	-0.018	-0.015	-0.069	-0.077	-0.017	0.887	-0.003	-0.017	0.622	-0.001	0.007
DURACION_HORAS_MEDIO_POR_ORDEN	0.043	0.015	0.049	0.011	-0.054	-0.019	-0.028	0.657	0.299	1.000	0.639	0.258	0.408	-0.005	-0.045	0.020	-0.014	-0.037	-0.027	0.011	-0.061	-0.011	-0.030	-0.005	0.053
DURACION_HORAS_PREV_MEDIO_POR_ORDEN	0.017	-0.018	0.025	-0.010	-0.048	-0.049	0.015	-0.064	-0.047	0.639	1.000	0.404	0.238	0.001	-0.006	0.020	-0.006	0.051	-0.025	-0.018	-0.054	0.009	-0.052	-0.009	0.031
DURACION_HORAS_PREV_TOTAL	-0.015	-0.034	-0.030	-0.030	0.752	0.491	-0.012	-0.040	-0.042	0.258	0.404	1.000	0.650	0.006	-0.015	0.021	0.018	0.053	0.009	-0.024	0.863	0.014	0.574	-0.001	0.032
DURACION_HORAS_TOTAL	-0.020	0.546	-0.026	-0.039	0.513	0.771	-0.571	0.311	0.698	0.408	0.238	0.650	1.000	-0.008	-0.014	0.004	-0.040	-0.032	-0.016	0.633	0.596	-0.004	0.884	-0.002	0.024
Horas_Operativas	-0.008	-0.020	0.006	0.020	0.016	-0.002	0.021	-0.003	-0.016	-0.005	0.001	0.006	-0.008	1.000	0.008	-0.002	0.236	0.008	0.015	-0.014	0.008	-0.014	-0.007	-0.003	0.097
ID_Equipo	0.028	0.011	0.018	0.002	-0.004	0.008	0.013	-0.045	-0.018	-0.045	-0.006	-0.015	-0.014	0.008	1.000	-0.001	0.067	0.033	0.008	-0.012	-0.002	0.011	0.001	-0.002	-0.069
ID_Registro	-0.000	-0.018	0.012	0.024	0.016	0.003	0.016	0.008	-0.015	0.020	0.020	0.021	0.004	-0.002	-0.001	1.000	0.005	-0.017	0.021	-0.019	0.012	0.009	-0.004	-0.003	0.017
MEDIA_HORAS_OPERATIVAS	-0.025	-0.090	0.025	0.078	0.061	-0.017	0.099	0.009	-0.069	-0.014	-0.006	0.018	-0.040	0.236	0.067	0.005	1.000	0.037	0.048	-0.073	0.026	0.011	-0.047	0.013	0.386
MEDIA_TEMP	-0.011	-0.040	0.005	0.023	0.038	-0.006	0.025	-0.089	-0.077	-0.037	0.051	0.053	-0.032	0.008	0.033	-0.017	0.037	1.000	0.048	-0.041	0.036	0.231	-0.009	0.008	-0.027
MEDIA_VIBR	-0.016	-0.011	-0.011	-0.031	0.006	-0.026	0.048	0.009	-0.017	-0.027	-0.025	0.009	-0.016	0.015	0.008	0.021	0.048	0.048	1.000	-0.010	0.018	0.016	-0.006	0.231	0.009
Ordenes_Correctivo	-0.019	0.873	-0.009	-0.019	-0.012	0.631	-0.860	0.038	0.887	0.011	-0.018	-0.024	0.633	-0.014	-0.012	-0.019	-0.073	-0.041	-0.010	1.000	0.006	-0.008	0.705	-0.000	0.004
Ordenes_Preventivo	-0.031	-0.010	-0.065	-0.046	0.858	0.575	-0.038	-0.020	-0.003	-0.061	-0.054	0.863	0.596	0.008	-0.002	0.012	0.026	0.036	0.018	0.006	1.000	0.013	0.680	0.003	0.025
Temperatura_C	-0.004	-0.008	0.001	0.006	0.013	0.003	0.006	-0.020	-0.017	-0.011	0.009	0.014	-0.004	-0.014	0.011	0.009	0.011	0.231	0.016	-0.008	0.013	1.000	0.003	-0.009	-0.005
Total_Ordenes	-0.037	0.607	-0.055	-0.055	0.577	0.863	-0.622	0.013	0.622	-0.030	-0.052	0.574	0.884	-0.007	0.001	-0.004	-0.047	-0.009	-0.006	0.705	0.680	0.003	1.000	0.000	0.002
Vibracion_mm_s	0.001	0.000	0.001	-0.004	0.003	-0.003	0.009	0.007	-0.001	-0.005	-0.009	-0.001	-0.002	-0.003	-0.002	-0.003	0.013	0.008	0.231	-0.000	0.003	-0.009	0.000	1.000	0.008
Vida_util_estimada	-0.004	-0.017	0.009	0.067	0.039	0.023	-0.021	0.049	0.007	0.053	0.031	0.032	0.024	0.097	-0.069	0.017	0.386	-0.027	0.009	0.004	0.025	-0.005	0.002	0.008	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	ID_Registro	ID_Equipo	Fecha	Temperatura_C	Vibracion_mm_s	Horas_Operativas	MEDIA_TEMP	MEDIA_VIBR	MEDIA_HORAS_OPERATIVAS	Vida_util_estimada	Total_Ordenes	Ordenes_Correctivo	Ordenes_Preventivo	DIAS_ENTRE_FALL_CONSEC	COSTE_MTO_CORR_MEDIO_POR_ORDEN	DURACION_HORAS_CORR_MEDIO_POR_ORDEN	COSTE_MTO_CORR_TOTAL	DURACION_HORAS_CORR_TOTAL	COSTE_MTO_PREV_MEDIO_POR_ORDEN	DURACION_HORAS_PREV_MEDIO_POR_ORDEN	COSTE_MTO_PREV_TOTAL	DURACION_HORAS_PREV_TOTAL	COSTE_MTO_MEDIO_POR_ORDEN	DURACION_HORAS_MEDIO_POR_ORDEN	COSTE_MTO_TOTAL	DURACION_HORAS_TOTAL
0	1	147	2020-01-01 00:00:00	124.61	3.49	61609.0	99.457391	2.677826	47607.913043	98041.0	21	15	6	24.500000	4655.793333	21.666667	69836.90	325	5240.876667	27.833333	31445.26	167	4822.960000	23.428571	101282.16	492
1	2	111	2020-01-01 01:00:00	58.12	3.62	49474.0	103.001053	2.908421	57912.315789	98810.0	21	13	8	30.250000	6208.583846	23.076923	80711.59	300	4420.492500	25.625000	35363.94	205	5527.406190	24.047619	116075.53	505
2	3	475	2020-01-01 02:00:00	124.86	3.36	59760.0	94.916000	2.587667	43984.600000	93220.0	15	9	6	46.250000	4925.695556	20.666667	44331.26	186	4390.721667	22.833333	26344.33	137	4711.706000	21.533333	70675.59	323
3	4	337	2020-01-01 03:00:00	110.45	1.56	27752.0	98.966429	3.338571	34443.642857	77730.0	24	13	11	32.583333	3019.073846	27.153846	39247.96	353	5508.710000	22.272727	60595.81	245	4160.157083	24.916667	99843.77	598
4	5	212	2020-01-01 04:00:00	70.53	4.89	33066.0	80.983889	2.727778	46399.555556	98578.0	19	11	8	31.300000	5767.430000	21.909091	63441.73	241	4795.378750	31.625000	38363.03	253	5358.145263	26.000000	101804.76	494
5	6	377	2020-01-01 05:00:00	142.32	0.77	20984.0	97.192105	2.929474	52174.526316	98928.0	18	11	7	39.800000	5319.985455	19.090909	58519.84	210	5006.321429	28.428571	35044.25	199	5198.005000	22.722222	93564.09	409
6	7	41	2020-01-01 06:00:00	76.17	2.82	36053.0	89.727368	2.220526	49753.789474	85770.0	18	4	14	60.666667	4739.225000	16.500000	18956.90	66	3571.685714	26.571429	50003.60	372	3831.138889	24.333333	68960.50	438
7	8	227	2020-01-01 07:00:00	87.21	2.97	25377.0	99.985000	2.410500	48674.150000	84791.0	9	5	4	81.000000	6363.650000	20.600000	31818.25	103	2304.660000	24.000000	9218.64	96	4559.654444	22.111111	41036.89	199
8	9	15	2020-01-01 08:00:00	116.38	0.50	71354.0	94.403750	2.359375	53825.875000	95381.0	21	11	10	38.200000	5136.697273	23.727273	56503.67	261	5808.322000	25.400000	58083.22	254	5456.518571	24.523810	114586.89	515
9	10	298	2020-01-01 09:00:00	78.96	2.72	48381.0	96.159524	2.263333	52795.761905	99769.0	24	9	15	35.875000	5928.574444	25.444444	53357.17	229	4694.086667	22.800000	70411.30	342	5157.019583	23.791667	123768.47	571

	ID_Registro	ID_Equipo	Fecha	Temperatura_C	Vibracion_mm_s	Horas_Operativas	MEDIA_TEMP	MEDIA_VIBR	MEDIA_HORAS_OPERATIVAS	Vida_util_estimada	Total_Ordenes	Ordenes_Correctivo	Ordenes_Preventivo	DIAS_ENTRE_FALL_CONSEC	COSTE_MTO_CORR_MEDIO_POR_ORDEN	DURACION_HORAS_CORR_MEDIO_POR_ORDEN	COSTE_MTO_CORR_TOTAL	DURACION_HORAS_CORR_TOTAL	COSTE_MTO_PREV_MEDIO_POR_ORDEN	DURACION_HORAS_PREV_MEDIO_POR_ORDEN	COSTE_MTO_PREV_TOTAL	DURACION_HORAS_PREV_TOTAL	COSTE_MTO_MEDIO_POR_ORDEN	DURACION_HORAS_MEDIO_POR_ORDEN	COSTE_MTO_TOTAL	DURACION_HORAS_TOTAL
8920	8991	393	2021-01-09 14:00:00	92.54	2.92	94808.0	93.774211	2.504737	59880.947368	98811.0	26	17	9	24.437500	5592.172353	25.176471	95066.93	428	6702.757778	23.777778	60324.82	214	5976.605769	24.692308	155391.75	642
8921	8992	124	2021-01-09 15:00:00	75.53	2.42	96596.0	94.962143	2.672857	54508.571429	96596.0	11	5	6	91.000000	4297.916000	28.400000	21489.58	142	4008.176667	20.500000	24049.06	123	4139.876364	24.090909	45538.64	265
8922	8993	264	2021-01-09 16:00:00	146.73	4.41	25814.0	103.991500	2.954000	52182.850000	99079.0	19	9	10	45.875000	5151.206667	30.000000	46360.86	270	3349.179000	19.600000	33491.79	196	4202.771053	24.526316	79852.65	466
8923	8994	345	2021-01-09 17:00:00	84.50	3.32	19143.0	104.151250	2.377500	47085.250000	95315.0	19	7	12	52.000000	5721.872857	20.571429	40053.11	144	4527.561667	23.666667	54330.74	284	4967.571053	22.526316	94383.85	428
8924	8995	32	2021-01-09 18:00:00	141.10	2.15	13503.0	107.657000	2.677333	46243.500000	97810.0	26	14	12	27.923077	5323.669286	22.928571	74531.37	321	5491.532500	26.083333	65898.39	313	5401.144615	24.384615	140429.76	634
8925	8996	201	2021-01-09 19:00:00	112.75	1.07	56253.0	91.508000	1.993333	44927.266667	95906.0	23	13	10	24.333333	4335.081538	26.615385	56356.06	346	5506.350000	14.200000	55063.50	142	4844.328696	21.217391	111419.56	488
8926	8997	475	2021-01-09 20:00:00	50.67	3.28	27276.0	94.916000	2.587667	43984.600000	93220.0	15	9	6	46.250000	4925.695556	20.666667	44331.26	186	4390.721667	22.833333	26344.33	137	4711.706000	21.533333	70675.59	323
8927	8998	96	2021-01-09 21:00:00	133.86	0.74	75860.0	109.613889	2.653333	49443.388889	90895.0	22	12	10	29.272727	4579.735833	24.333333	54956.83	292	2967.164000	23.000000	29671.64	230	3846.748636	23.727273	84628.47	522
8928	8999	449	2021-01-09 22:00:00	84.72	1.77	11775.0	103.986000	2.697500	47536.150000	95095.0	23	11	12	30.000000	5234.591818	17.909091	57580.51	197	5764.246667	28.000000	69170.96	336	5510.933478	23.173913	126751.47	533
8929	9000	455	2021-01-09 23:00:00	127.40	1.34	7354.0	98.001053	2.396316	41951.315789	99195.0	22	15	7	24.214286	4324.862667	24.800000	64872.94	372	4719.648571	28.571429	33037.54	200	4450.476364	26.000000	97910.48	572

Overview

Variables

Interactions

Correlations

Missing values

Sample